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Uyichaza injongo yakho. I-Novera ilungisa izixhobo, yenza umsebenzi kwaye iququzelele iziphumo.
Umncedisi we-AI ozimeleyo ngu-TRON-ABS, ukususela ekuqaleni ukuya kwiziphumo: umbhalo, imifanekiso, umculo kunye nevidiyo kwincoko enye.
Iyafumaneka kwi Windows, Linux, macOS kunye ne Android · 80 ujongano lweelwimi · 42 ababoneleli ngamafu · 49 iipresets zemidiya · Apache 2.0
Ukuzenzekela · Dashboard · AI iimodeli ezisebenza ekuhlaleni kwisixhobo sakho · Hub kunye neemodeli ezihambelanayo · Cloud · Français · Faka igalelo
Uqhagamshelwano olusemthethweni: contact.novera.tronabs@gmail.com
Iiprofayile zezentlalo Novera ezisemthethweni: Facebook · Instagram · TikTok · YouTube · X · Bluesky
Yabelana ngendalo yakho, imifuziselo, useto, imibuzo, impendulo kunye nezimvo.
> Ukuncediswa koguqulelo lwesiNgesi README yomhla 2026-11-03. Ukuphononongwa ngolwimi lomthonyama kusafuneka. Amaxwebhu adityanisiweyo agcina ulwimi lwawo loqobo.
---
## Ubukho — 2026-11-03
**Novera 1.0.0 iyafumaneka kwi Windows, Linux, macOS kunye ne Android.** [Windows x64 / Linux x64](https://github.com/TRON-ABS/Novera/releases/tag/v1.0.0) · [Windows ARM64](https://github.com/TRON-ABS/Novera/releases/tag/v1.0.0-windows-arm64). Iipakethe zeDesktop, zombini CLI oovimba, imisayino kunye nohlaziyo olubonakalayo lusesidlangalaleni kwaye luqinisekisiwe.
| Iqonga | Ubukho |
| --- | --- |
| Windows x64 | Isifakeli sikawonke-wonke se-NSIS, isihlaziyi esisayiniweyo; ufakelo lwemveli notshintsho luqinisekisiwe. |
| Linux x64 | Public AppImage, uhlaziyo olusayiniweyo; ufakelo lwemveli notshintsho luqinisekisiwe. |
| Windows x64 / Linux x64 CLI | [Novera CLI](https://github.com/TRON-ABS/Novera/releases/tag/v1.0.0-cli-novera): `novera.exe` / `novera`, kunye netshaneli yohlaziyo ezinikeleyo esayiniweyo. |
| Windows ARM64 | [Public NSIS isifakeli](https://github.com/TRON-ABS/Novera/releases/tag/v1.0.0-windows-arm64), injini yombhalo CPU; ukufakwa, ukutshintshwa kunye nokuhlolwa kwetshaneli kawonke-wonke kuqinisekisiwe. |
| Android ARM64 | [Isayinwe esidlangalaleni APK 1.0.0](https://github.com/TRON-ABS/Novera/releases/tag/v1.0.0-android-1000012), Android 7+, ibhetshi engagqibekanga 512. Umlondolozi uqinisekisa ukwakha i-1000012 isebenza kwifowuni yabo. Coca ipakethe ngaphandle kweencoko, imifuziselo okanye izitshixo zobuqu API. [Ubungqina kunye nemida](docs/RELEASE_ANDROID_1.0.0.md). |
| macOS Intel / Apple Silicon | [Ukukhutshwa okusemthethweni kwe-1.0.0 DMG](https://github.com/TRON-ABS/Novera/releases/tag/v1.0.0-macos), macOS 13+ Intel / 14+ Apple Silicon; Novera uhlaziyo olusayiniweyo. Ayibhalwanga iApple; iitshekhi ezizenzekelayo zigqithiswe ngokwahlukeneyo kuzo zombini ii-architectures, uhlolo olubonakalayo lurhoxisiwe. [Ufakelo kunye nobungqina](docs/RELEASE_MACOS_1.0.0.md). |
| iOS | Ulwakhiwo lwangaphakathi lokulinganisa; Ukusayinwa kwe-Apple/ubonelelo kuyafuneka ngaphambi kofakelo lwe-iPhone. [Ukulandelela](docs/REPRISE_MACOS_IOS.md). |
| Windows x64 ephathekayo | [Uvimba we-ZIP osayiniweyo](https://github.com/TRON-ABS/Novera/releases/tag/v1.0.0-windows-portable); idatha ihlala kwi-Data, isayinwe i-Program yokutshintshwa iqinisekisiwe. |
| Web, MSI, Debian | Umxhasi weWebhu ebanjwe kunye nezinye iifomati zihlala zingaphakathi; I-Pages indawo yokubonisa iyafumaneka. |
Kwi-Mac, vula i-DMG kwaye ukopishe i-Novera kwii-Applications. Ukuba uphehlelelo lokuqala luvaliwe, vumela i-Novera ingene **Iisetingi zeNkqubo → Bucala & noKhuseleko → Vula Nakunjani**. [imiyalelo Apple](https://support.apple.com/guide/mac-help/mh40616/mac).
Iisignesha ezihlaziyiweyo azikho Windows Authenticode okanye i-Apple notarization. Ukuhlolwa koguqulelo lwangoku lwezandla kudlula kumjelo woluntu; utshintsho phakathi kweenguqulelo ezimbini zoluntu luhlala luvavanyo olulandelayo. [Ubungqina kunye nemida](docs/LAUNCH_STATUS.md).
Kwi-Android, ifowuni yanamhlanje enememori eyaneleyo iyacetyiswa kwiimodeli zasekhaya; sebenzisa umboneleli we-API kwizixhobo ezingenamandla kangako. Kukhangelo lwewebhu, umxholo wobuncinci **16K iimpawu (16,384)** kuyacetyiswa, ngokuthe rhoqo kuzo zonke iinguqulelo.
**Windows x64 1.0.0 ephathekayo iyafumaneka.** Iingxoxo, useto kunye nemifuziselo ekhutshelweyo ihlala ngaphakathi kwisiqulathi seefayili esiphathwayo phantsi `Data`. Khipha uvimba opheleleyo kwaye uqalise `Novera.exe`. Vala i-Novera ngaphambi kokuba uhambise ifolda okanye ukhuphe i-USB yokugcina. [Isikhokelo esiphathwayo kunye nezithintelo](docs/WINDOWS_PORTABLE.md).
## Ideshibhodi enye kuyo yonke indalo
Novera ikhula nawe. Imizekelo yakho kunye noseto lunokunceda abanye abasebenzisi bafumane useto olufanelekileyo. Yabelana ngemibuzo, imiba kunye neengcinga zethu [Facebook iphepha](https://www.facebook.com/profile.php?id=61596114515071) okanye nge [imeyile](mailto:contact.novera.tronabs@gmail.com). Ukuba kuyenzeka, bandakanya inguqulo yakho ye-Novera, isixhobo kunye nemodeli yasekhaya/API. Susa iinkcukacha zakho kwaye ungaze wabelane nge-API nezitshixo okanye amagama ayimfihlo.
*I-Windows yokwenyani isicelo sekhusi-skrini esibonelelwe ngumlondolozi kwi-1 ngoNovemba 2026, oxela ukuba isicelo sisebenza kakuhle. Ibonisa umhlaba owenziweyo, ulawulo lwayo lwefayile egciniweyo kunye nedeshibhodi yokudala edibeneyo; ayisiyonto intlekisa le.*
Iphaneli enye, iindlela ezintlanu: **Auto / Umbhalo / Umfanekiso / Umculo / Ividiyo**. Ulawulo lulandela imo ekhethiweyo: umlinganiselo, isisombululo, ubude bexesha, i-cadence, umgangatho, izixhobo, amazwi, imbewu kunye nobuninzi. Ububanzi bephaneli kunye namaqhosha alungelelanisa ifestile kunye neelebhile eziguqulelweyo.
- **1–10 izizukulwana ezilandelelanayo**, engagqibekanga kwi-1, enezixa ezizimeleyo zomfanekiso, umculo kunye nevidiyo. Ukuyeka kurhoxisa umsebenzi osebenzayo kunye nomgca oseleyo.
- **Random, fixed, +1 kunye −1 imbewu**, ukusetwa kwangaphambili okanye ulungelelwaniso lwesiko kunye nokuzikhethela **Real-ESRGAN ×2/×4** upscaling kunye nemilinganiselo yokugqibela ebonisiweyo.
- Imodeli ekhethiweyo, imemori ezenzekelayo, izinamathiselo, imiyalelo, uphendlo lwewebhu kunye nezixhobo zihlala kwibar enye. Izixhobo zixhomekeke kubuchule bemodeli kunye nokufikelela okunikiweyo.
## Ukususela ekuqaleni ukuya kwiziphumo
**I-automation yethu idibanisa ulungiselelo kuhambo olupheleleyo lophumezo.** I-Novera iphatha amanyathelo obugcisa akhoyo ukulungiselela uqwalaselo olukhethiweyo, ngelixa ugcina ulawulo oluphezulu lufikeleleke.
| Inyathelo | Yintoni Novera izibambo |
| --- | --- |
| **1. Qala** | Ikhetha ulwimi lwenkqubo exhaswayo ekusungulweni kokuqala kwaye igcina ukhetho lwakho. Inika iimodeli zokuqalisa kunye nolwazi oluluncedo lwehardware. |
| **2. Lungiselela** | Ufakelo olukhokelwayo lubonelela ngokubhaliweyo, ukufakwa, umfanekiso, umculo, ividiyo kunye nokunyusa. Ijonga kuqala amacandelo, ubungakanani kunye nendawo esimahla phambi kwemvume yakho, emva koko ilandelele ukukhutshelwa ngokuqhubekayo, nqumama/uqalise kwakhona kunye nokuqinisekiswa kwe-SHA-256. |
| **3. Qwalasela** | Iimodeli zokubhalisa kunye namacandelo azo, zilungiselela iiprofayili ezifanelekileyo kunye neengxelo ezifunekayo zokuxhomekeka. Ukubuyisela ukufakela kwakhona kuqala kwi-CPU ngokhetho olugciniweyo lwe-CPU/GPU. Iiprofayile zomculo omtsha zihlala zihleli kwimowudi yesixhobo. |
| **4. Siqonde isicelo** | Iindlela ezizenzekelayo zivunyiwe kwizicelo zendalo zokubhaliweyo, umfanekiso, umculo okanye ividiyo. Unokukhetha ngokucacileyo imo yemveliso kunye nemodeli yasekhaya okanye yelifu. |
| **5. Phumeza** | Inkumbulo ezenzekelayo ilinda umsebenzi osebenzayo, ikhupha iimodeli ezingafunekiyo kwaye iphinda ilayishe izixhobo ezifunekayo. Uthotho lwemisebenzi ye-1–10 luqhuba ngocwangco kwaye lukhupha izixhobo ngaphambi komsebenzi olandelayo. Ababoneleli belifu basebenzisa iakhawunti ekhethiweyo kunye noqwalaselo. |
| **6. Fumana kwaye usebenzise kwakhona** | Igcina imidiya kwiifolda zenkqubo ye-Novera, ibonisa iziphumo kunye namaxesha akhoyo, emva koko ibonelele ngezinto ezahlukeneyo, ithala leencwadi, ukukopa, ukuthumela ngaphandle okanye ukwabelana ngenkqubo. Ukuthumela kwesinye isicelo kuhlala kusisenzo sakho. |
I-Automation igubungela iinjini ezidibeneyo kunye nokuhamba komsebenzi; ayenzi yonke imodeli yeHub iphunyezwe. I-Hardware, amacandelo afakelweyo kunye nokufikelela komnikezeli kugqiba ukuba yintoni enokuqhuba. Iifolda, utshintsho lwefayile kunye nemiyalelo yeqokobhe zilandela izibonelelo zofikelelo zencoko.
[Isikhokelo somsebenzisi](docs/USER_GUIDE.md) · [Iinjini kunye nokuqinisekiswa](docs/SUIVI_MOTEURS.md) · [Uphuhliso](docs/DEVELOPMENT.md)
Kwimithombo ehlaziyiweyo, **Ulungelelwaniso lulungelelanisa iingcebiso zalo kwi-hardware ephathwayo kunye ne-constrained**: LFM3-1.7B Q4, okanye i-LFM3-Omni-2B Q4 kunye neprojekti yayo xa imemori exeliweyo kunye neemfuno ze-injini zidibene. Isizukulwana sasekhaya esingafumanekiyo sifihliwe okanye sivaliwe; umfanekiso welifu omiselweyo, umculo kunye nevidiyo zihlala zikhona. Isikhokelo sonxibelelwano sisebenzisa kwakhona iikhathalogu zolwimi 80. Olu qikelelo lusafuna uvavanyo lwesixhobo kunye nokwakhiwa kwakhona ukufikelela kwizicelo ezifakiweyo.
## Ubunakho kumthombo
Uphononongo lokulondolozwa kokuzikhethela ngoku kwahlula ukusilela kokwakhiwa kunye nesixhobo esiphathwayo kunye ne-JavaScript ngaphandle, ngemvume eyahlukileyo kunye nemimandla yobugcisa ehluziweyo. Isilumkiso se-imeyile yemveliso yeyure siqwalaselwe umlondolozi. Iimephu zemithombo yabucala kunye neenkcukacha zesilumkiso zilandela [incwadi yokuqhuba ulondolozo](docs/MAINTENANCE.md); uvavanyo email irisithi iqinisekisiwe, ngelixa isimboli eqinisekisiweyo ukulayisha kunye novavanyo kubini olulandelayo hlala ukhupho iitshekhi.
| Indawo | Iimpawu |
| --- | --- |
| **Umbhalo kunye nokuqonda komfanekiso** | Incoko, uncamathiselo lwamaxwebhu, iimpendulo ezisasazwayo kunye neemodeli zasekhaya okanye zamafu. Umbono uxhomekeke kwimodeli; ukuqonda kunye nokuvelisa imifanekiso yizakhono ezahlukeneyo. |
| **Umfanekiso** | Imveliso esengxoxweni, imbewu, umlinganiselo, isisombululo, GGUF/Safetensors amacandelo, iifolda ezimiselweyo Diffusers kunye neprofayili yemveli exhaswayo NVFP4 CUDA. |
| **Umculo** | Isizukulwana sasekhaya okanye samafu, ixesha, umgangatho, isixhobo okanye amazwi apho axhaswayo, iingoma ezicwangcisiweyo kunye nomdlali ovakalayo. Iinketho zomboneleli ziyahluka. |
| **Ividiyo** | Isizukulwana sasekhaya okanye samafu, ubude bexesha, ukubalwa kwesakhelo/i-cadence yeeprofayile zasekhaya, umlinganiselo, isisombululo kunye nomdlali wevidiyo. |
| **Ukukhangela kunye nezixhobo** | Ukukhangela kwewebhu, ukubuyiswa koxwebhu olusekwe-embedding, MCP, iindawo zokusebenza kunye nezixhobo zendawo ngokwenkxaso yemodeli kunye nokufikelela okunikwe. |
| **Iziphumo kunye nokwabelana** | Ilayibrari yemidiya, ukwahluka, impendulo / incoko yokuthunyelwa ngaphandle, amaxwebhu kunye neendaba zangaphambili, ukuprinta / PDF kunye nokwabelana kwenkqubo exhomekeke kwiqonga. |
| **Ulawulo lwezibonelelo** | Imemori ezenzekelayo inikwe amandla ngokungagqibekanga, izicwangciso ze-CPU/GPU zamacandelo axhaswayo kunye neeprofayili zencwadana xa izixhobo zivumela. |
## AI iimodeli ezisebenza ekuhlaleni kwisixhobo sakho
Le mifuziselo yenza uqwalaselo olukhokelwayo lwangoku. Ungangenisa ngaphandle ezinye iimodeli ezihambelanayo okanye utshintshe iiprofayile.
| Indima | Imodeli / amacandelo amiselweyo |
| --- | --- |
| **Umbhalo — imodeli yokuqala** | **Nemotron-3.5-Bolt-E4B**, ifayile `Nemotron-3.5-Bolt-E4B-Q4_K_M.gguf`. |
| **ukufunyanwa koxwebhu** | **Qwen3-Embedding-0.6B Q8_0**, **CPU ngokungagqibekanga**, ngokhetho olugciniweyo lwe-CPU/GPU. |
| **Umfanekiso** | **FLUX.2 Klein 4B Q4_K_M**, **Qwen3-4B Q4_K_M** i-encoder kunye ne-FLUX.2 VAE. esemthethweni |
| **Umfanekiso — ukhetho lwehardware** | **FLUX.2 Klein 4B NVFP4**, ngokusebenzisa indlela yokuzalwa ye-CUDA xa i-GPU kunye nokusingqongileyo iyahambelana. |
| **Umculo** | **ACE-Step 1.5 Turbo 2B Q4_K_M**, `acestep-5Hz-lm-1.7B-Q8_0.gguf` umcwangcisi, ozinikeleyo we-Qwen ikhowudi yomculo kunye ne-VAE. |
| **Ividiyo** | **Wan2.1 T2V 1.3B Q4_K_M**, **UMT5-XXL Q4_K_M** i-encoder kunye ne-Wan 2.1 VAE. |
| **Ukunyusa umgangatho** | Ukuzikhethela **Real-ESRGAN ×2 kunye ×4**, kunye neetshekhi zokuxhomekeka. |
I-encoder yomculo ye-Qwen kunye nemodeli yokubuyisela ye-Qwen **iifayile ezahlukeneyo**, igcinwe ngokwahlukileyo. Iilayisensi zemodeli zihlala zingabapapashi bazo.
[Ukubonakala kokubhaliweyo](web-app/src/constants/text-manifest.json) · [Embeddings](web-app/src/constants/embedding-manifest.json) · [Umculo](web-app/src/constants/music-manifest.json) · [Amacandelo omfanekiso/ividiyo](src-tauri/src/core/creation_bundle.rs)
## Cloud ababoneleli
**42 iiprofayili zababoneleli** ziyadityaniswa. **ElevenLabs** ngoku ibonakala kumboniso ecaleni kweendlela zomculo ukusuka ku-Stability AI, fal kunye ne-Replicate.
| | | |
| --- | --- | --- |
| 
[OpenAI](https://platform.openai.com/docs/models) | 
[Microsoft Azure](https://oai.azure.com/deployments) | 
[Anthropic](https://platform.claude.com/docs/en/models/overview) |
| 
[OpenRouter](https://openrouter.ai/models) | 
[Mistral](https://docs.mistral.ai/models) | 
[Groq](https://console.groq.com/docs/models) |
| 
[xAI](https://docs.x.ai/developers/models) | 
[Google Gemini](https://ai.google.dev/gemini-api/docs/models) | 
[MiniMax](https://platform.minimax.io/docs/api-reference/text-openai-api) |
| 
[Hugging Face](https://huggingface.co/models?pipeline_tag=text-generation&inference_provider=all) | 
[NVIDIA NIM](https://build.nvidia.com/models) | 
[DeepSeek](https://api-docs.deepseek.com/) |
| 
[Kimi · Moonshot AI](https://platform.kimi.ai/docs/models) | 
[Alibaba Cloud · Qwen](https://www.alibabacloud.com/help/en/model-studio/models) | 
[Cerebras](https://inference-docs.cerebras.ai/models/overview) |
| 
[Together AI](https://docs.together.ai/docs/serverless/models) | 
[Fireworks AI](https://docs.fireworks.ai/getting-started/models) | 
[Perplexity](https://docs.perplexity.ai/docs/agent-api/models) |
| 
[Meta AI](https://dev.meta.ai/docs/models) | 
[Cohere](https://docs.cohere.com/docs/models) | 
[Z.ai](https://docs.z.ai/guides/llm/glm-5.3) |
| 
[AI21 Labs](https://docs.ai21.com/docs/jamba-foundation-models) | 
[BytePlus · ByteDance](https://docs.byteplus.com/en/docs/modelark/model-parameter-support) | 
[Baidu Qianfan](https://cloud.baidu.com/doc/qianfan/s/rmh4stp0j) |
| 
[Tencent TokenHub](https://cloud.tencent.com/document/product/1823/130078) | 
[Amazon Bedrock](https://docs.aws.amazon.com/bedrock/latest/userguide/inference-chat-completions.html) | 
[IBM watsonx](https://www.ibm.com/docs/en/watsonx/saas?topic=preview-inferencing-gateway-models) |
| 
[ElevenLabs](https://elevenlabs.io/docs/api-reference/music/compose) | 
[Black Forest Labs](https://docs.bfl.ai/quick_start/generating_images) | 
[Stability AI](https://docs.stability.ai/api-reference) |
| 
[Recraft](https://www.recraft.ai/docs/api-reference/agents.md) | 
[Ideogram](https://developer.ideogram.ai/ideogram-api/api-overview) | 
[Adobe Firefly](https://developer.adobe.com/firefly-services/docs/firefly-api/) |
| 
[Runway](https://docs.dev.runwayml.com/api/) | 
[Luma](https://docs.agents.lumalabs.ai/guides/model/) | 
[LTX (Lightricks)](https://docs.ltx.io/models) |
| 
[fal](https://fal.ai/docs/documentation/model-apis/inference/queue) | 
[Replicate](https://replicate.com/docs/reference/http) | 
[Leonardo.Ai](https://docs.leonardo.ai/reference/creategeneration) |
| 
[Krea](https://www.krea.ai/docs/developers/krea-3/overview) | 
[Vidu](https://platform.vidu.com/docs/model-map) | 
[PixVerse](https://docs.platform.pixverse.ai/changelog-2394996m0) |
### Umfanekiso, umculo kunye nevidiyo
**20 ababoneleli baveza iindlela zokuvelisa**, kunye **49 iiseti zangaphambili: 25 umfanekiso, 20 ividiyo kunye nomculo we4**. Iindlela zomculo zi **ElevenMusic v2.5**, **Stable Audio 3**, **ACE-Step nge-fal** kunye **Stable Audio 2.5 nge-Replicate**.
| Umboneleli | Iziphumo kwi-Novera | Iimodeli zekhathalogu |
| --- | --- | --- |
| [ElevenLabs](https://elevenlabs.io/docs/api-reference/music/compose) | Umculo | `ElevenMusic v2.5` |
| [Stability AI](https://docs.stability.ai/api-reference/stable-audio/text-to-audio) | Umfanekiso / Umculo | `Stable Audio 3` · `Stable Image Ultra` · `Stable Image Core` |
| [fal](https://fal.ai/models/fal-ai/ace-step/api) | Umfanekiso / Umculo / Ividiyo | `ACE-Step · cloud` · `Pika 2.2 · fal` · `Qwen Image 2512 · fal` · `FLUX.2 Max · fal` · `Kling 3 Pro · fal` · `Kling 3 Standard · fal` |
| [Replicate](https://replicate.com/stability-ai/stable-audio-2.5/api/schema) | Umfanekiso / Umculo | `Stable Audio 2.5 · Replicate` · `FLUX.2 Max · Replicate` |
| [BytePlus · ByteDance](https://docs.byteplus.com/en/docs/ModelArk/image-generation-api) | Umfanekiso / Ividiyo | `Dola Seedream 5 Pro` · `Dreamina Seedance 2.5` |
| [Adobe Firefly](https://developer.adobe.com/firefly-services/docs/firefly-api/api/) | Umfanekiso / Ividiyo | `Adobe Firefly Image 5` · `Adobe Firefly Video` |
| [Google Gemini](https://ai.google.dev/gemini-api/docs/omni) | Umfanekiso / Ividiyo | `Gemini Omni 1.1 Flash` · `Gemini Nano Banana 2.1` |
| [Krea](https://www.krea.ai/docs/developers/krea-3/overview.md) | Umfanekiso | `Krea 3` |
| [Leonardo.Ai](https://docs.leonardo.ai/docs/lucid-origin) | Umfanekiso | `Lucid Origin` · `Krea 2 Turbo · Leonardo` · `Ideogram 3 · Leonardo` |
| [Vidu](https://platform.vidu.com/docs/api-reference/video-models/vidu-q4-preview/image-to-video) | Ividiyo | `Vidu Q4 Preview` · `Vidu Q3 Pro` · `Vidu Q3 Turbo` |
| [OpenAI](https://developers.openai.com/api/docs/guides/image-generation) | Umfanekiso | `GPT Image 2.5 Sunburst` · `GPT Image 2.5 Flare` |
| [xAI](https://docs.x.ai/developers/model-capabilities/imagine) | Umfanekiso / Ividiyo | `Grok Imagine Image 2.0` · `Grok Imagine Video 1.5` · `Grok Imagine Video 1.5 Lite` |
| [Black Forest Labs](https://docs.bfl.ai/quick_start/generating_images) | Umfanekiso | `FLUX.2 [max]` · `FLUX.2 [pro]` · `FLUX.2 [klein] 9B` |
| [Recraft](https://www.recraft.ai/docs/api-reference/agents.md) | Umfanekiso | `Recraft V4.1` · `Recraft V4.1 Flash` · `Recraft V4.1 Pro` |
| [Ideogram](https://developer.ideogram.ai/ideogram-api/api-overview) | Umfanekiso | `Ideogram 4.5` |
| [Runway](https://docs.dev.runwayml.com/api/) | Ividiyo | `Runway Gen-4.5` |
| [Luma](https://docs.agents.lumalabs.ai/guides/model/) | Umfanekiso / Ividiyo | `Luma Uni-1 Max` · `Luma Uni-1` · `Luma Ray 3.2` |
| [LTX (Lightricks)](https://docs.ltx.io/models) | Ividiyo | `LTX-2.5 Pro` · `LTX-2.5 Fast` |
| [MiniMax](https://platform.minimax.io/docs/api-reference/video-generation-v2-create) | Umfanekiso / Ividiyo | `MiniMax H3 Max` · `MiniMax H3` · `MiniMax H3 Highspeed` · `MiniMax Image-01` |
| [PixVerse](https://docs.platform.pixverse.ai/changelog-2394996m0) | Ividiyo | `PixVerse V6 Max` · `PixVerse V6` |
Bonisa uluhlu olufutshane lwemodeli yesicatshulwa kunye nombono ngumnikezeli
| Umboneleli | Ii-ID zemodeli ezinikezelwa kumthombo |
| --- | --- |
| [OpenAI](https://platform.openai.com/docs/models) | `gpt-6.1-sol` · `gpt-6-astra` · `gpt-6-luna` · `gpt-6-sol` |
| [Microsoft Azure](https://oai.azure.com/deployments) | Ubeko olungqale kwi-akhawunti okanye isango |
| [Anthropic](https://platform.claude.com/docs/en/models/overview) | `claude-sonnet-5-5` · `claude-opus-5-5` · `claude-fable-5-1` · `claude-haiku-5-5` |
| [OpenRouter](https://openrouter.ai/models) | `moonshotai/kimi-k3.1-pro` · `minimax/minimax-m3.1-flash` · `deepseek/deepseek-v4.1-flash-1017` · `nvidia/nemotron-3.5-super-vl:free` |
| [Mistral](https://docs.mistral.ai/models) | `mistral-large-4` · `mistral-medium-3-5` · `mistral-small-2603` · `ministral-3b-2512` |
| [Groq](https://console.groq.com/docs/models) | `openai/gpt-oss-120b` · `openai/gpt-oss-20b` · `llama-3.3-70b-versatile` · `llama-3.1-8b-instant` |
| [xAI](https://docs.x.ai/developers/models) | `grok-4.7` |
| [Google Gemini](https://ai.google.dev/gemini-api/docs/models) | `gemini-4-argon` · `gemini-3.8-flash` · `gemini-3.6-flash` · `gemini-3.5-flash-lite` |
| [MiniMax](https://platform.minimax.io/docs/api-reference/text-openai-api) | `MiniMax-M3.1-Flash` · `MiniMax-M3` |
| [Hugging Face](https://huggingface.co/models?pipeline_tag=text-generation&inference_provider=all) | `deepseek-ai/DeepSeek-V4.1-Flash-1017` · `Qwen/Qwen3.8-27B` · `moonshotai/Kimi-K3` · `zai-org/GLM-5.3` |
| [NVIDIA NIM](https://build.nvidia.com/models) | `minimaxai/minimax-m3.1-flash` · `deepseek-ai/deepseek-v4.1-flash` · `nvidia/nemotron-3.5-super-vl-120b-a12b` · `nvidia/nemotron-3.5-lightning-30b-a3b` · `z-ai/glm-5.3` |
| [DeepSeek](https://api-docs.deepseek.com/) | `deepseek-flash` · `deepseek-v4-pro` |
| [Kimi · Moonshot AI](https://platform.kimi.ai/docs/models) | `kimi-k3.1-pro` · `kimi-k3.1-pro-highspeed` · `kimi-k3` |
| [Alibaba Cloud · Qwen](https://www.alibabacloud.com/help/en/model-studio/models) | `qwen3.8-max` · `qwen3.7-plus` · `qwen3.8-flash` |
| [Cerebras](https://inference-docs.cerebras.ai/models/overview) | `qwen-3.8-27b` · `gpt-oss-120b` |
| [Together AI](https://docs.together.ai/docs/serverless/models) | `deepseek-ai/DeepSeek-V4.1-Flash-1017` · `moonshotai/Kimi-K3` · `Qwen/Qwen3.8-Flash` · `Qwen/Qwen3.8-2.4T-A95B` |
| [Fireworks AI](https://docs.fireworks.ai/getting-started/models) | `accounts/fireworks/models/deepseek-v4p1-flash-1017` · `accounts/fireworks/models/kimi-k3` · `accounts/fireworks/models/minimax-m3` |
| [Perplexity](https://docs.perplexity.ai/docs/agent-api/models) | `perplexity/sonar` · `openai/gpt-6.1-sol` · `google/gemini-4-argon` · `perplexity/kimi-k3` |
| [Meta AI](https://dev.meta.ai/docs/models) | `muse-wonder-1.0` · `muse-spark-1.3` |
| [Cohere](https://docs.cohere.com/docs/models) | `command-a-plus-05-2026` |
| [Z.ai](https://docs.z.ai/guides/llm/glm-5.3) | `glm-5.3` · `glm-5.3-flash` · `glm-5.3-flashx` |
| [AI21 Labs](https://docs.ai21.com/docs/jamba-foundation-models) | `jamba-large` · `jamba-mini-2` |
| [BytePlus · ByteDance](https://docs.byteplus.com/en/docs/modelark/model-parameter-support) | `dola-seed-2-1-turbo-260628` |
| [Baidu Qianfan](https://cloud.baidu.com/doc/qianfan/s/rmh4stp0j) | `ernie-5.1` |
| [Tencent TokenHub](https://cloud.tencent.com/document/product/1823/130078) | `hy4-preview` |
| [Amazon Bedrock](https://docs.aws.amazon.com/bedrock/latest/userguide/inference-chat-completions.html) | `openai.gpt-6.1-sol` |
| [IBM watsonx](https://www.ibm.com/docs/en/watsonx/saas?topic=preview-inferencing-gateway-models) | Ubeko olungqale kwi-akhawunti okanye isango |
Uluhlu lwempahla lukhangelwe ngokuchasene nomthombo kwi **29 Okthobha 2026**. La magama achaza iiseti ze-Novera, aziqinisekiswanga ukufikelela kwiakhawunti nganye. Iikhathalogu ezikude, imimandla, iilayisenisi, isabelo kunye nokuhlawula amatyala kuhlala kungqale kubaboneleli. Iiprofayili ezihambelanayo zinokuhlaziya iikhathalogu zazo; I-Azure kunye namanye amasango asebenzisa ukuthunyelwa kweakhawunti. Izivumelwano zamafu ziye zalinganisa iimvavanyo; akukho sizukulwana sihlawulweyo senziweyo kolu hlaziyo lomboniso.
[Ikhathalogu yemidiya](web-app/src/constants/mediaProviders.ts) · [Imifuziselo yombhalo/yombono](web-app/src/constants/cloudModels.ts) · [ukuseta Cloud](docs/USER_GUIDE.md#cloud) · [Icon provenance](docs/DEVELOPMENT.md#logos)
## Hub kunye neemodeli ezihambelanayo
**GGUF, umgangatho kunye nomlinganiselo we-Safetensors, ONNX, kunye ne-MLX**: phonononga iimodeli ngomsebenzi kwaye ukhethe ukwahluka okuhambelana nenjini kunye nehardware yakho.
| Usapho | Inkxaso kumthombo | Iimfuno |
| --- | --- | --- |
| **GGUF** | Ukuveliswa kombhalo nge-llama.cpp; umfanekiso kunye namacandelo evidiyo kwiiprofayili ezixhaswayo. | Uyilo olwamkelwa yinjini edityanisiweyo. |
| **Yahlula i-GGUF** | Ukwahluka omnye kuthotho olupheleleyo, ubungakanani obusisishwankathelo, ukukhuphela yonke into kunye nobukhulu/SHA-256/ukuhlolwa kwentloko. | Amagama eefayile aneenombolo ezisemgangathweni; ukukhuphela i-500 GB ayithethi ukuba imodeli ilingana nale PC. |
| **i-Safetensors eqhelekileyo** | Gqibezela iifolda nge-Transformers, i-causal text kwi-CPU okanye i-NVIDIA CUDA. | Uqwalaselo, i-tokenizer kunye nayo yonke i-shard efunekayo. |
| **ONNX Runtime** | Ukungeniswa kwendawo kwamanani / iigrafu ze-bool kunye nokuthunyelwa ngaphandle kwe-GenAI okubhaliweyo. | Ifolda egqibeleleyo eqinisekisiweyo; umsebenzi othe ngqo wangaphambili/ulungiso olufunekayo; [ukuseta kunye nemida](onnx-server/README.md). |
| **LoRA / PEFT iiadaptha** | Ngenisa isiseko esipheleleyo kunye neadaptha yendawo eyahlukileyo kumnikezeli we-Safetensors. | Isiseko esingenakulinganiswa se-causal Transformers, isazisi esihambelanayo, ukujonga i-tensor kunye noqikelelo lwenkumbulo olongezelekayo; [ukuseta kunye nemida](transformers-server/README.md#local-lora--peft-adapters). |
| **FP8 LLM / ModelOpt** | Ukusebenza kwe-CUDA ngokubanzi kubeziphathelene iindlebe ezibunzulu ze-Llama/Qwen2/Qwen3 ze-FP8 zokugqibela | I-architecture/tensor checks kunye ne-real kernel probe; [ukuseta kunye nemida](transformers-server/README.md#modelopt-fp8-and-nvfp4-llms). |
| **NVFP4 LLM / ModelOpt** | Ukupakishwa kwebhloko-16 FP4 iingqikelelo ngee-GEMM zemveli ze-CUDA; yahlukana nomfanekiso NVFP4. | I-Blackwell GPU ehambelanayo, imilinganiselo exhaswayo / ukuthumela ngaphandle kunye ne-kernel probe yangempela; iimodeli zovavanyo ezingaqeqeshwanga zavavanywa kwi-RTX 5070. |
| **AWQ** | 4-bit GEMM imodeli yeendawo zokujonga ngaphandle kokudibanisa ukusebenza. | NVIDIA CUDA kunye nezilayishi GPTQModel/Transformers ozikhethelayo. |
| **GPTQ** | 2/3/4/8-bit ulungelelwaniso, gptq/gptq_v2 iifomati. | NVIDIA CUDA, GPTQModel kunye neOptimum; ukubulawa kwangempela kuvavanywa kwi-4 bits. |
| **bitsandbytes** | 4-bit NF4/FP4 okanye 8-bit INT8. | NVIDIA CUDA kunye nokuxhomekeka okukhethiweyo; yokwenene NF4 kunye novavanyo INT8. |
| **EXL3** | Gqibezela iifolda zemodeli ze-Safetensors ezifakwe kwi-ExLlamaV3; isizukulwana sokwenyani nge-CUDA savavanywa. | NVIDIA GPU, i-Python 3.12 eyahlukileyo yendawo kunye nezakhiwo ezihambelanayo; akukho CPU yokubuyela umva. |
| **EXL2** | Ezinikezelweyo ExLlamaV2 umlayishi; ukusasaza, ukurhoxiswa kunye nokukhulula kuvavanywa kwi-GPU. | CUDA ingqalelo mayikhethwe ngokuthe gca kwisitaki sesoftware evavanyiweyo; imodeli epheleleyo yokukhangela indawo kunye ne-VRAM ekhoyo iyafuneka. |
| **MLX** | Iimodeli ezihambelanayo kwi-Apple Silicon. | injini ye-MLX kunye neqonga elixhaswayo. |
I-Hub ngoku iyaqhaga **LFM3-1.7B** njengengcebiso yayo ye-LiquidAI yolungelelwaniso oluhambelanayo, kunye nokwahluka kwe-Q4_K_M, Q6_K kunye ne-Q8_0. Imodeli yokuqala ihlala iyilo idweliswe kuqwalaselo olukhokelwayo apha ngasentla.
Hlunga ukhuphelo lobunzima ukusuka **phantsi kwe-1 GB ukuya kwi-500 GB nangaphezulu**, emva koko uhlele ngokolungelelwaniso lwehardware, ubungakanani, umva okanye ukhuphelo. Iziphumo zilayisha ngokuqhubekayo; Amacebo okucoca ayasebenza kwimifuziselo elandiweyo kunye nokwahluka kwazo okungagqibekanga. Ingcebiso yememori isebenzisa i-RAM/VRAM ekhoyo, umxholo kunye namacandelo ahambelanayo, ngaphandle kokubala kabini imemori eyabelwe i-GPU.
AWQ 4-bit, GPTQ 4-bit, NF4 kunye ne-INT8 isicatshulwa ngasinye esiveliswe kwi-RTX 5070 Laptop kusetyenziswa imifuziselo emincinci engaqeqeshwanga. Oku kuqinisekisa ukulayishwa kunye nokwenziwa, hayi umgangatho okanye ukusebenza kwayo yonke imodeli. **Ezi zongezo zikumthombo: ukuxhomekeka kwakhiwe kwakhona kunye nokuhambelanayo kuyafuneka; olu hlaziyo lwe-README aluphuculi ibhinary efakiweyo.**
**Ilinganisiwe kwi-RTX 5070 Laptop:** Qwen2.5-0.5B-Instruct, umxholo we-2,048, iithokheni ze-272 ngokukhawuleza, i-128 zenziwe iithokheni, ii-run ezifudumeleyo ezintlanu: i-decode ye-median **GGUF Q4_K_M 402.7 tokens/s · EXL3 4 bpw 312.5 · EXL2 4 bpw 146.9**. Akukho nzuzo yesantya ngaphezulu kwe-GGUF yaboniswa apha. Ubungakanani/ukulinganisa kuyahluka, kwaye i-EXL3 ayiphumelelanga inyathelo elinye lomsi we-arithmetic; ezi ziphumo ayisosantya jikelele okanye umgangatho womgangatho. [Imilinganiselo epheleleyo kunye nemida](deliverables/exllama-2026-10-30/validation.md).
**TabbyAPI** lukhetho, olulawulwa ngokwahlukeneyo OpenAI-uqhagamshelwano lweseva oluhambelanayo, luvaliwe ngokungagqibekanga. Ukufunyanwa kwemodeli ye-EXL3 eqinisekisiweyo kunye nokusasazwa kwavavanywa. Indlela ye-ExLlama elawulwayo yasekhaya ihlala yohlukile. [ExLlama ukuseta kunye noqhagamshelo lwe-TabbyAPI](transformers-server/README.md#exl3-first-exl2-second--nvidia-execution).
Uhlobo olumiselweyo lwehardware olumiselweyo luthanda ukukhutshwa okutsha ngaphakathi kokuhambelana okufanayo kunye nenqanaba lememori ekhoyo. Iimodeli ezifakiweyo azitshintshwa ngokuzenzekelayo.
[Umiselo lwe-Quantized Safetensors](transformers-server/README.md#quantized-safetensors--source-integration-29-october-2026) · [Iifomathi, izinto eziphambili kunye nokuqinisekiswa](docs/SUIVI_MOTEURS.md)
Imithombo ehlaziyiweyo yongeza **amacandelo alawulwayo ngokuzikhethela kuLungiselelo lwe-Windows x64**: Imimandla yangasese yePython, ekhonjiweyo yeeprofayili ze-CPU/CUDA, uqikelelo kunye nokuqinisekiswa ngaphambi kokukhuphela, ukuqinisekiswa, ukulungiswa kunye nokususwa. Iindlela zokutolika ngokwesiko zihlala phantsi kweenketho eziphambili. Iinjini ze-GGUF zoMthonyama zigcina amacandelo azo akhoyo; iselula kunye nelifu alikhupheli i-desktop Python/PyTorch. Iiprofayili ezintathu zabucala ze-CPU/zokuthunyelwa ngaphandle ziye zasetyenziswa ngokulungiswa kwenyani; Umlondolozi unika ingxelo yokusetyenziswa ngempumelelo kwe-desktop kwi-1 ngoNovemba 2026; Iiprofayili ze-GPU kunye nokucoca-PC ukufakela kusafuna ukwahluka, ukuqinisekiswa okuneenkcukacha. [Iiprofayili kunye nemida yovavanyo](docs/REPRISE_COMPOSANTS_GERES_80_LANGUES.md). Ukufakela isitaki kwi-EXE kuyarhoxiswa.
## 80 ujongano lweelwimi kunye nokwahluka
**Zonke iikhathalogu 80 zigubungela izitshixo zesiNgesi 2,429 zangoku** kuyo yonke indawo ye-15, kuquka iimenyu, ulungelelwaniso, izicwangciso, uncedo kunye nolawulo lwemidiya. Iifom zobuninzi kunye nezalathiso zojongano zilandela ulwimi olukhethiweyo. Iilwimi zokuphendula kunye nezwi zixhomekeke ngokwahlukeneyo kwimodeli.
Olu khuselo lobugcisa aluqinisekisi umgangatho wolwimi: **uphononongo lwemveli kunye nohlengahlengiso lwengingqi luhlala luyimfuneko**. Bona iilebhile zomthonyama kunye nemida eyaziwayo kwi [isikhokelo solwimi](docs/LANGUAGES.md) kunye [ingxelo yophicotho](deliverables/interface-audit-2026-10-29/RAPPORT.md).
## Ukunceda abantu, kuwo onke amacandelo
Ngaphandle kwesikolo nemfundo, umnqweno wethu kukunceda abantu bafunde, basombulule iingxaki, bayile kwaye baphuhlise iiprojekthi eziluncedo kwihlabathi liphela. I-Novera ijonge ukwenza inkqubela phambili ye-AI yangoku ibe lula ukuyiqonda nokusetyenziswa, kuzo zonke iilwimi, amanqanaba amava kunye nehardware ekhoyo.
| Amacandelo esifuna ukuwanceda aphuhlise | Imizekelo yamagalelo aluncedo |
| --- | --- |
| Izikolo, imfundo kunye nokufunda ubomi bonke | Cacisa iikhonsepthi, uhlengahlengise izixhobo zokufunda kwaye uxhase ootitshala, abafundi kunye neentsapho. |
| Uphando, inzululwazi kunye nendawo | Phonononga uncwadi, chaza iindlela, uhlalutye idatha kwaye wabelane ngolwazi. |
| Impilo, ukhathalelo kunye nenkxaso yentlalontle | Yenza ulwazi lube lula ukuqonda nokuxhasa uphando kunye nokuhamba komsebenzi kobungcali. |
| Ezolimo, ukutya kunye noluntu lwasemaphandleni | Yabelana ngolwazi olusebenzayo, isicwangciso senkxaso kunye nokuphuhlisa izixhobo eziluncedo ekuhlaleni. |
| Okusingqongileyo, imozulu, amanzi kunye neentlobo-ntlobo zezinto eziphilayo | Cacisa ubungqina, uqwalaselo lwenkxaso nokunceda uluntu lucwangcise iiprojekthi. |
| Amandla, ishishini, ulwakhiwo kunye nemisebenzi yezandla | Amaxwebhu enkxaso, ukuyila, ukugcinwa, ukufunda ngobugcisa kunye nokuphuculwa kwenkqubo. |
| Amashishini, urhwebo, imali kunye nengqesho | Nceda uququzelele umsebenzi, uqonde ulwazi, uphuhlise iiprojekthi kwaye ufunde izakhono zobungcali. |
| Iinkonzo zoluntu, umthetho kunye nentatho-nxaxheba yoluntu | Yenza amaxwebhu kunye neenkqubo kube lula ukuqonda kunye nolwazi lula ukufikelela. |
| IKhompyutha, ukhuseleko lwe-cybersecurity, iirobhothi kunye nonxibelelwano | Nceda ukuphuhlisa isoftware, ukuqonda iinkqubo kunye nokwakha izixhobo eziluncedo. |
| Ubugcisa, inkcubeko, imidiya, iilwimi kunye nelifa lemveli | Ukuxhasa ukubhala, ukuguqulela, imifanekiso, ividiyo, iiprojekthi zoyilo kunye nokwabelana ngenkcubeko. |
| Ezothutho, amalungiselelo, ukhenketho, imidlalo nobomi boluntu | Uncedo kucwangciso, unxibelelwano, ukufunda kunye namanyathelo asekuhlaleni. |
| Ukufikeleleka, umsebenzi wobuntu kunye nobomi bemihla ngemihla | Nciphisa imiqobo yolwimi nolwazi kwaye uxhase abantu ngoncedo olusebenzayo. |
Le yimikhomba-ndlela yegalelo kunye nophuhliso, hayi ibango lokuba isicelo ngasinye esijongene necandelo sele sinikezelwe okanye siqinisekisiwe. Sifuna isikhokelo esilula sokusetyenziswa kwansuku zonke, iinketho ezicacileyo eziphambili xa zifuneka, i-hardware ecacileyo kunye neemfuno zefu, kunye nentsebenziswano nabantu abawaziyo intsimi nganye kunye nomxholo wendawo.
## Ubume beprojekthi
**Novera 1.0.0 iyafumaneka kwi Windows, Linux, macOS kunye ne Android.** Umfanekiso wekhusi ubonisa isicelo se-Windows esihlanganiswe kwindawo yakho ngumlondolozi. Utshintsho lwemithombo, iimvavanyo ekujoliswe kuzo kunye nokuqinisekiswa kwehardware zibhalwe ngokwahlukeneyo; oku akuqinisekisi yonke imodeli, iqonga okanye iakhawunti yelifu.
Incwadi ye-GitHub Actions yokwakha yenziwe ukuba isebenze kuzo zonke iintlobo ezilishumi elinanye zokusasaza. Landela i [yakha iziphumo kunye nokukhutshelwa komviwa oqinisekisiweyo](docs/CI_DISTRIBUTIONS.md); ukufumaneka irekhodwa ngokwahlukeneyo iqonga ngalinye. Abagqatswa bahlukile kukhupho lwemveliso esayiniweyo. Iimfuno zokusasaza zichazwe kwi [umgaqo-nkqubo wokukhululwa ngokusemthethweni](OFFICIAL_RELEASES.md) kunye [iphepha elikhuphayo](https://github.com/TRON-ABS/Novera/releases). Abagqatswa abakhoyo abakhubazekileyo bahlala bengaphakathi. Ukukhutshwa koluntu kufuna indlela yohlaziyo emiselweyo neqinisekisiweyo; [iitshekhi zesiginitsha zedesktop kunye neemfuno eziseleyo zokuphehlelelwa zibhaliwe](docs/LAUNCH_STATUS.md).
## Amaxwebhu kunye negalelo
- [Isikhokelo somsebenzisi esineenkcukacha](docs/USER_GUIDE.md), [imveliso kunye nolwazi lomsebenzisi imithetho yegolide (French)](docs/REGLES_D_OR.md), [iimodeli kunye neenjini](docs/SUIVI_MOTEURS.md).
- [Uphuhliso](docs/DEVELOPMENT.md), [ukwakha kunye nokukhupha isikhokelo](docs/BUILD_AND_RELEASE.md), [iinguqulelo zexesha elizayo kunye nokulungiswa kohlaziyo](docs/FUTURES_VERSIONS.md).
- [Ideshibhodi yeprojekthi](TABLEAU_DE_BORD_NOVERA.md), [imephu yendlela](ROADMAP.md), [utshintsho](docs/CHANGELOG.md).
- [Igalelo](CONTRIBUTING.md): ikhowudi, iimvavanyo, uphononongo lwemveli kuzo zonke iilwimi ze-80 kunye nengxelo yokwenyani yokuhamba komsebenzi.
## Isazisi kunye nelayisensi
Novera igcinwe ngu **TRON-ABS** ngaphakathi [le ndawo yokugcina](https://github.com/TRON-ABS/Novera). Bona i [isazisi umgaqo-nkqubo](BRANDING.md) kunye [umgaqo-nkqubo wokukhululwa ngokusemthethweni](OFFICIAL_RELEASES.md).
Novera yakha phezu [Jan](https://github.com/janhq/jan), eyenziwe ngu Menlo Research kunye nabaxhasi bayo. Iimpawu zokuqala nezesithathu kunye ne [Apache 2.0 ilayisenisi](LICENSE) zigciniwe. Ukhuphelo lwe-Jan alukhuphi i-Novera.
## Inkxaso Novera
Njengomphandi ozimeleyo, ndiyazi ukuba ukunqongophala kwenkxaso-mali kunokukwenza njani kube nzima ukulandela uphando.
Ukuba ungathanda ukuba yinxalenye ye-Novera adventure, unokuxhasa uphando lwam kunye nophuhliso lweprojekthi ngegalelo lokuzithandela le-bitcoin.
Ndibulela kuye wonke umntu ngenkxaso yenu, igalelo, ingxelo kunye nenkuthazo yenu. Yonke intshukumo ibalulekile kolu lonwabo!
**Bitcoin (BTC) — Bitcoin inethiwekhi**
Idilesi yokufumana: `17TXpB1aBj5DxjwEfM3K44zyqhixRzY78i`
Ukuba negalelo, skena le khowudi ye-QR ngesipaji sakho okanye ukope idilesi engentla. Khetha **Bitcoin (BTC), kuthungelwano lwe-Bitcoin**, emva koko ukhethe nayiphi na imali oyifunayo.
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Kuwo wonke umntu oqala uhambo lwakhe nge-Novera: yanga umdla wakho ungavula iingcango ezintsha, izimvo zakho zibe nempilo kwaye yonke indalo ikuse phambili kancinci.
TRON-ABS
Mnu Sachet Jean-Marc - Umphandi ozimeleyo - eFransi
Ubugcisa boMntu nge-AI
Enkosi kuye wonke umntu onegalelo kwihlabathi elingcono. Ngokufumanisa kwabo, umsebenzi, ukuxhasana kunye nolwazi abaludluliselayo, basincedile ukuba sifikelele kule ndawo sikuyo namhlanje.
Sibanqwenelela okuhle kodwa kwixesha elizayo, kunye nabo bonke abanalo moya wokwabelana nokunceda abanye phambili.
Isixhobo sophuhliso: 🧠 Codex — GPT-6.1 Sol